Among peripheral blood biomarkers, lymphocyte subpopulations revealed associations of higher cytotoxic effector cell numbers (CD8 + T-cells, NK cells) with a lower UTI risk. The gene discussed is CD8A; the disease is bacterial urinary tract infection.